Pith Number

pith:GWWVQ7GN

pith:2023:GWWVQ7GNAERY5KPNEAZW7A4E6R

not attested not anchored not stored refs pending

Language-Guided Traffic Simulation via Scene-Level Diffusion

Baishakhi Ray, Boris Ivanovic, Danfei Xu, Davis Rempe, Marco Pavone, Yulong Cao, Yuxiao Chen, Ziyuan Zhong

arxiv:2306.06344 v2 · 2023-06-10 · cs.RO · cs.AI · cs.LG

Open paper page JSON Open Graph Bundle Merged state Verified badge What is a Pith Number?

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{GWWVQ7GNAERY5KPNEAZW7A4E6R}

Prints a linked badge after your title and injects PDF metadata. Compiles on arXiv. Learn more · Embed verified badge

Record completeness

1 Bitcoin timestamp

2 Internet Archive

3 Author claim open · sign in to claim

4 Citations open

5 Replications open

✓ Portable graph bundle live · download bundle · merged state

The bundle contains the canonical record plus signed events. A mirror can host it anywhere and recompute the same current state with the deterministic merge algorithm.

Cited by

3 papers in Pith

Large Language Models in Transportation Systems Management and Operations: From Text Reasoning to Multi-modal Decision Support

ReflectDrive-2: Reinforcement-Learning-Aligned Self-Editing for Discrete Diffusion Driving

Receipt and verification

First computed	2026-07-05T07:02:30.137751Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

35ad587ccd01238ea9ed20336f8384f44d762529492fb0a0f34593f472f72f09

Aliases

arxiv: 2306.06344 · arxiv_version: 2306.06344v2 · doi: 10.48550/arxiv.2306.06344 · pith_short_12: GWWVQ7GNAERY · pith_short_16: GWWVQ7GNAERY5KPN · pith_short_8: GWWVQ7GN

Agent API

Resolver JSON Graph JSON Events JSON Schema Signing key

Verify this Pith Number yourself

curl -sH 'Accept: application/ld+json' https://pith.science/pith/GWWVQ7GNAERY5KPNEAZW7A4E6R \
  | jq -c '.canonical_record' \
  | python3 -c "import sys,json,hashlib; b=json.dumps(json.loads(sys.stdin.read()), sort_keys=True, separators=(',',':'), ensure_ascii=False).encode(); print(hashlib.sha256(b).hexdigest())"
# expect: 35ad587ccd01238ea9ed20336f8384f44d762529492fb0a0f34593f472f72f09

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "295ccbe7de50376ea63ad75c5fa8f04f1b295f3f77d1a80081ea001eff39fe68",
    "cross_cats_sorted": [
      "cs.AI",
      "cs.LG"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.RO",
    "submitted_at": "2023-06-10T05:20:30Z",
    "title_canon_sha256": "5213f76350db296029f58d1271315ac8a69de3ae905b61151e5eae9ecb8b2c6a"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2306.06344",
    "kind": "arxiv",
    "version": 2
  }
}